Federated Control: A Trustable Control Framework for Large-Scale Cyber-Physical Systems

IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS(2024)

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摘要
To break the dilemma of data island, a distributed framework for trustable control is proposed toward information security and data privacy in large-scale cyber-physical systems. The federated control system consists of distinct blockchains, as such information security and data privacy are technologically guaranteed. Moreover, data are divided into private and nonprivate data. Only nonprivate data can be exchanged for a better global system performance, where the interblockchain communication is ensured by cross-blockchain technologies. Federated control framework establishes a trustable environment where each subsystem is willing to share data for optimal performance. The architecture, structure, and implementation process of federated control are discussed, together with the potential applications to smart buildings.
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关键词
Blockchains,Control systems,Encryption,Data privacy,Data models,Process control,Topology,Cosmos,cyber-physical system (CPS),distributed control,federated ecology,multiblockchain structure
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